Benjamin Chasnov

3 papers · 2019–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) ICML (1) UAI (1)

Top co-authors

Lillian Ratliff (2) Tanner Fiez (2) Lillian J. Ratliff (1) Liyuan Zheng (1) Zane Alumbaugh (1) Eric Mazumdar (1) Samuel Burden (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Optimization & Theory (2) Mathematics & Optimization (1) Reinforcement Learning (1) Learning Types (1) Methods (1) Optimization (1)

Keywords

nash equilibrium (2) stackelberg game (2) gradient descent (1) multi-agent learning (1) learning rate (1) zero-sum game (1) generative adversarial network (1) gradient-based learning (1) continuous game (1) hierarchical decision making (1) hierarchical interaction (1) multi-agent system (1) policy gradient (1) game-theoretic reinforcement learning (1) convergence analysis (1)

Papers

Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms AAAI 2022 Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study ICML 2020 Convergence Analysis of Gradient-Based Learning in Continuous Games UAI 2019